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37

395

mit

5

[ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning

llm data llama mistral influence data-selection instruction-tuning

Created 2024-01-24

30 commits to main branch, last one 2 months ago

19

240

mit

21

DSIR large-scale data selection framework for language model training

data large-scale data-filtering data-selection language-models importance-resampling

Created 2023-01-30

67 commits to main branch, last one 10 months ago

10

196

cc0-1.0

5

A Survey on Data Selection for Language Models

llm survey data-selection language-model

Created 2024-02-23

21 commits to main branch, last one 2 months ago

13

86

apache-2.0

12

:no_entry: [DEPRECATED] Adapt Transformer-based language models to new text domains

deprecated data-selection domain-adaptation transfer-learning huggingface-tokenizers huggingface-transformers natural-language-processing

This repository has been archived (exclude archived)

Created 2020-02-13

223 commits to master branch, last one 10 months ago

3

39

mit

1

InstructionGPT-4

llm less-is-more llm-training data-selection multimodal-deep-learning

Created 2023-10-09

3 commits to main branch, last one about a year ago